Title :
Accelerated DSP functions on the CBE for the X-Midas Toolkit
Author :
Joseph A. Jezak;Charles Berdanier;Steven P. Levitan;Donald M. Chiarulli
Author_Institution :
Computer Engineering Graduate Program, University of Pittsburgh
Abstract :
We characterize the impact of the Cell Broadband Engine architecture, on commonly used radar DSP algorithms. We use the capabilities of the CBE to accelerate several key computational kernels including Matrix Multiplication, Matrix Inversion, and the Finite Impulse Response (FIR) filter. These algorithms are implemented and benchmarked as library routines within the X-Midas Toolkit. We observe speedups as large as 1200x for complex matrix multiplication, but speedups of 40x to 60x are more typical. We find that system I/O overhead within the X-Midas toolkit severely limited the performance of the applications.
Keywords :
"Finite impulse response filters","Acceleration","Benchmark testing","Computer architecture","Pipelines","Optimization","Digital signal processing"
Conference_Titel :
Waveform Diversity & Design Conference (WDD), 2012 International
DOI :
10.1109/WDD.2012.7311269